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Videos about measuring AI capabilities, behavior, safety, and real-world usefulness through structured evaluations.

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  1. Igor Pogany beside the two-color headline Agent Escaped the Sandbox
    How an AI Agent Escaped Its Evaluation Sandbox
    The AI Automators11m 24s
  2. Pierce Freeman, Richard Diehl Martinez, Levent Alpöge against black with the blue and white headline "ONE COUNTEREXAMPLE CHANGES EVERYTHING".
    AI Just DISPROVED what Mathematicians Could Never
    The Pretrained Pod10m 33s
  3. Pierce Freeman, Richard Diehl Martinez, Levent Alpöge, Terence Tao against black with the blue and white headline "AI BREAKTHROUGH, OPEN QUESTIONS".
    Fable Just SOLVED an 87 Year Old Mystery
    The Pretrained Pod52m 28s
  4. Ishan Anand in a blue shirt beside the headline “CAN AI PERSONAS PREDICT PEOPLE?” on a black background.
    Persona Engineering: A Field Guide to AI Synthetic Personas - Ishan Anand, InsightSciences.ai
    AI Engineer21m 9s
  5. Udi Menkes in a blue shirt beside the headline “FINANCIAL AI NEEDS OUTCOMES” on a black background.
    Why Off-the-Shelf AI Doesn't Understand Money - Udi Menkes, Intuit
    AI Engineer19m 50s
  6. Aman Gupta and Shreya Rajpal in blue shirts around the headline “SIMULATE AGENTS. SHIP FASTER.” on a black background.
    SimulationMaxxing: How we ship agents 20× faster - Aman Gupta (Nubank) + Shreya Rajpal (Snowglobe)
    AI Engineer16m 29s
  7. Brendan Rappazzo beside the blue and white headline Evaluate the Research on a black background.
    Brendan Rappazzo on AlphaLab and Evaluating Autonomous Research
    AI Engineer20m 7s
  8. Philipp Schmid beside the words Skills Need Evals
    Why Agent Skills Need Evals
    AI Engineer21m 46s
  9. Alejandro Vidal beside the words Benchmarks Miss Difficulty
    Why Psychometrics Can Improve LLM Evaluation
    AI Engineer23m 35s
  10. James Shi in a blue top with two open hands beside the blue and white headline 'TEST ENGINEERING NOT LEAKS' on black.
    DeepSWE: A Contamination-Resistant Coding Benchmark - James Shi
    AI Engineer17m 34s
  11. Sean Cai in a blue shirt gestures beside the blue-and-white headline “REAL WORKFLOW DATA” on a black background.
    State of Data — Sean Cai, Independent / State of Data
    AI Engineer18m 22s
  12. Akele Reed in blue and Dave Revere in an off-white shirt flank the blue-and-white headline “CLINICAL AI GUARDRAILS” on a black background.
    Evals-Driven Development for a Mental Health AI Coach — Akele Reed & Dave Revere, SonderMind
    AI Engineer21m 17s
  13. Kyle Mistele against a black background beside the blue and white headline “SMALL LOOPS / READABLE CODE”.
    Loop Engineering from First Principles - Kyle Mistele, HumanLayer
    AI Engineer17m 57s
  14. Maor Bril beside the blue-and-white headline “EVALUATING AI VIDEO” on a black background.
    Evaling Video Slop: Maor Bril, Character.ai
    AI Engineer23m 13s
  15. Wes Roth beside the blue-and-white headline “OPUS 5 TESTED” on a black background.
    Opus 5 and Genspark SecondBrain JUST went live...
    Wes Roth33m 43s
  16. Soumya Gupta and Jai Chopra beside the blue-and-white headline “CLOSED-LOOP AI EVALS” on a black background.
    Building Closed-Loop Evals for a Multimodal Agent at Scale: Soumya Gupta and Jai Chopra, Uber
    AI Engineer21m 39s
  17. Matthew Berman beside the blue-and-white headline “OPUS 5 AT WHAT COST?” on a black background.
    What did Anthropic do?! (Opus 5)
    Matthew Berman12m 35s
  18. David Ondrej beside the words Open Model Tradeoffs
    Kimi K3 Open Model Tradeoffs
    David Ondrej30m 15s
  19. Pierce Freeman in a blue shirt against black beside the blue and white headline 'THE TEST BECAME THE TARGET'.
    What OpenAI's Model Actually Did To Hugging Face
    The Pretrained Pod20m 41s
  20. Broken mathematical loop beside the words AI Breaks an 87-Year Math Problem
    Claude Just Did the Impossible
    AI Copium7m 36s1 VIEW